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中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文
💫 Industrial-strength Natural Language Processing (NLP) in Python
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Attention Is All You Need Pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
✨Fast Coreference Resolution in spaCy with Neural Networks
NLP, before and after spaCy
Practical Machine Learning With Python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Python implementation of TextRank algorithms ("textgraphs") for phrase extraction
Python Packages as AWS Lambda Layers
🦆 Contextually-keyed word vectors
A full spaCy pipeline and models for scientific/biomedical documents.
💫 Models for the spaCy Natural Language Processing (NLP) library
the open-source virtual assistant for Ubuntu based Linux distributions
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
Transformer seq2seq model, program that can build a language translator from parallel corpus
🪐 End-to-end NLP workflows from prototype to production
Bert Extractive Summarizer
Easy to use extractive text summarization with BERT
Precompiled packages for AWS Lambda
Text Analytics With Python
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
skweak: A software toolkit for weak supervision applied to NLP tasks
The Classical Language Toolkit
💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy
Self Attentive Parser
High-accuracy NLP parser with models for 11 languages.
👑 spaCy building blocks and visualizers for Streamlit apps
A Japanese NLP Library using spaCy as framework based on Universal Dependencies
Full text geoparsing as a Python library
SpaCy 中文模型 | Models for SpaCy that support Chinese
[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering
Mexican Government Report
Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.
🐍💯pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box.
A comprehensive Data and Text Mining workflow for submissions and comments from any given public subreddit.
🍣 A lightweight console printing and formatting toolkit
Structured Self Attentive Sentence Embedding
An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).
A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions.
A python written personal assistant
Information extraction from English and German texts based on predicate logic
Cookiecutter Spacy Fastapi
Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker
Camphr - NLP libary for creating pipeline components
A python toolkit for parsing captions (in natural language) into scene graphs (as symbolic representations).
🦙 Integrating LLMs into structured NLP pipelines
ADAM - A Question Answering System. Inspired from IBM Watson
Textpipe: clean and extract metadata from text
✔️Contextual word checker for better suggestions
ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.
System for Medical Concept Extraction and Linking
🏥 Medical Text Mining and Information Extraction with spaCy
spaCy pipeline object for negating concepts in text
A PyTorch implementation of GraphRel
Spacy Api Docker
spaCy REST API, wrapped in a Docker container.
A Reddit bot that summarizes news articles written in Spanish or English. It uses a custom built algorithm to rank words and sentences.
💫 REST microservices for various spaCy-related tasks
SpikeX - SpaCy Pipes for Knowledge Extraction
A calibre plugin that generates Kindle Word Wise and X-Ray files for KFX, AZW3, MOBI and EPUB eBook. Supports 23 languages.
A Python library for calculating a large variety of metrics from text
Fuzzy matching and more functionality for spaCy.
Zero and Few shot named entity & relationships recognition
This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.
A Python module to convert natural language numerics into ints and floats.
A python module for English lemmatization and inflection.
R package providing annotators and a normalized data model for natural language processing
Transition Amr Parser
SoTA Abstract Meaning Representation (AMR) parsing with word-node alignments in Pytorch. Includes checkpoints and other tools such as statistical significance Smatch.
Named Entity Recognition based on dictionaries
Tool suite built on RASA to train and deploy your chatbots using advanced NLP
🧠 AI memory assistant – remember everything you read
💙 Emoji handling and meta data for spaCy with custom extension attributes
Deep Learning based NLP modeling for Russian language
🎡 Automated build repo for Python wheels and source packages
Implementation of the ClausIE information extraction system for python+spacy
A python library that makes AMR parsing, generation and visualization simple.
Spacy Entity Linker
spaCy module for linking text to Wikidata items
Spacy Universal Sentence Encoder
Google USE (Universal Sentence Encoder) for spaCy
A Python biomedical relation extraction package that uses a supervised approach (i.e. needs training data).
This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.
DaNLP is a repository for Natural Language Processing resources for the Danish Language.
Augmenty is an augmentation library based on spaCy for augmenting texts.
HuSpaCy: industrial-strength Hungarian natural language processing
spaCy + UDPipe
Information extraction from English and German texts based on predicate logic
Spacy Dev Resources
💫 Scripts, tools and resources for developing spaCy
Applying BERT to named entity recognition in English and Russian.
Quickly extract multi-word phrases from a corpus
Social Media Mining Toolkit (SMMT) main repository
NER, syntax markup visualizations
LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment
A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata
使用 RASA NLU 来构建中文自然语言理解系统（NLU）| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)
Nlp Cheat Sheet Python
NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition
Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.
Weak Supervision For Ner
Framework to learn Named Entity Recognition models without labelled data using weak supervision.
Transformer implementation in PyTorch.
Fake News Detection
Final Project for CAPP 30255 Advanced Machine Learning for Public Policy
Language detection extension for spaCy 2.0+
This package features data-science related tasks for developing new recognizers for Presidio. It is used for the evaluation of the entire system, as well as for evaluating specific PII recognizers or PII detection models.
Spacy Dbpedia Spotlight
A spaCy wrapper for DBpedia Spotlight
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